Live<i>Legionella pneumophila</i>induces MUC5AC production by airway epithelial cells independently of intracellular invasion
Bibliographic record
Abstract
The airway epithelium is the initial barrier against airborne pathogens, and it plays many roles in host airway defense. Legionella pneumophila is an intracellular pathogen that causes rapidly advancing pneumonia and is sometimes life-threatening. Here, we evaluated the role of the airway epithelial cells in the defense against L. pneumophila by examining mucus production in vitro. The production of MUC5AC, a major mucin protein, was not induced by formalin- or ultraviolet-killed L. pneumophila, but it was induced by live L. pneumophila. Similarly, nuclear factor-kappaB (NF-κB) was activated only by live L. pneumophila. Inhibitors of ERK and JNK, but not p38, dose-dependently inhibited the induction of MUC5AC by live L. pneumophila. Inhibition of intracellular invasion by cytochalasin D did not affect MUC5AC production. Taken together, the results suggest that live L. pneumophila induces MUC5AC production via the ERK-JNK and NF-κB pathways without internalization of bacteria and that the airway epithelium produces mucin as part of the immune response against L. pneumophila.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".